Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 52 |
| Missing cells | 393 |
| Missing cells (%) | 32.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.5 KiB |
| Average record size in memory | 186.5 B |
Variable types
| Numeric | 17 |
|---|---|
| Unsupported | 3 |
| Categorical | 3 |
Nuclear has constant value "402.79" | Constant |
Natural gas has 29 (55.8%) missing values | Missing |
Hydroenergy has 52 (100.0%) missing values | Missing |
Nuclear has 51 (98.1%) missing values | Missing |
Firewood has 46 (88.5%) missing values | Missing |
Sugarcane and products has 52 (100.0%) missing values | Missing |
Other Primary_x000d_ has 52 (100.0%) missing values | Missing |
Electricity has 6 (11.5%) missing values | Missing |
Kerosene/jet fuel has 11 (21.2%) missing values | Missing |
Diesel oil has 2 (3.8%) missing values | Missing |
Fuel oil has 1 (1.9%) missing values | Missing |
Charcoal has 34 (65.4%) missing values | Missing |
Gases has 40 (76.9%) missing values | Missing |
Other secondary has 17 (32.7%) missing values | Missing |
Year is uniformly distributed | Uniform |
Year has unique values | Unique |
Oil has unique values | Unique |
Coal has unique values | Unique |
Total Primaries has unique values | Unique |
LPG has unique values | Unique |
Gasoline/alcohol has unique values | Unique |
Coke has unique values | Unique |
Total Secundaries has unique values | Unique |
Total has unique values | Unique |
Hydroenergy is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Sugarcane and products is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Other Primary_x000d_ is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2023-07-30 07:28:12.220796 |
|---|---|
| Analysis finished | 2023-07-30 07:29:25.382716 |
| Duration | 1 minute and 13.16 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Year
Real number (ℝ)
UNIFORM UNIQUE
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1995.5 |
| Minimum | 1970 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 1970 |
|---|---|
| 5-th percentile | 1972.55 |
| Q1 | 1982.75 |
| median | 1995.5 |
| Q3 | 2008.25 |
| 95-th percentile | 2018.45 |
| Maximum | 2021 |
| Range | 51 |
| Interquartile range (IQR) | 25.5 |
Descriptive statistics
| Standard deviation | 15.154757 |
|---|---|
| Coefficient of variation (CV) | 0.0075944662 |
| Kurtosis | -1.2 |
| Mean | 1995.5 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0 |
| Sum | 103766 |
| Variance | 229.66667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1970 | 1 | 1.9% |
| 1971 | 1 | 1.9% |
| 1998 | 1 | 1.9% |
| 1999 | 1 | 1.9% |
| 2000 | 1 | 1.9% |
| 2001 | 1 | 1.9% |
| 2002 | 1 | 1.9% |
| 2003 | 1 | 1.9% |
| 2004 | 1 | 1.9% |
| 2005 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 1970 | 1 | |
| 1971 | 1 | |
| 1972 | 1 | |
| 1973 | 1 | |
| 1974 | 1 | |
| 1975 | 1 | |
| 1976 | 1 | |
| 1977 | 1 | |
| 1978 | 1 | |
| 1979 | 1 |
| Value | Count | Frequency (%) |
| 2021 | 1 | |
| 2020 | 1 | |
| 2019 | 1 | |
| 2018 | 1 | |
| 2017 | 1 | |
| 2016 | 1 | |
| 2015 | 1 | |
| 2014 | 1 | |
| 2013 | 1 | |
| 2012 | 1 |
Oil
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25844.853 |
| Minimum | 7359.21 |
|---|---|
| Maximum | 51000.36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 7359.21 |
|---|---|
| 5-th percentile | 8510.0205 |
| Q1 | 18389.132 |
| median | 25998.64 |
| Q3 | 32056.952 |
| 95-th percentile | 43734.817 |
| Maximum | 51000.36 |
| Range | 43641.15 |
| Interquartile range (IQR) | 13667.82 |
Descriptive statistics
| Standard deviation | 10619.848 |
|---|---|
| Coefficient of variation (CV) | 0.41090764 |
| Kurtosis | -0.40300171 |
| Mean | 25844.853 |
| Median Absolute Deviation (MAD) | 7440 |
| Skewness | 0.24656818 |
| Sum | 1343932.4 |
| Variance | 1.1278116 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 17845.05 | 1 | 1.9% |
| 20434.56 | 1 | 1.9% |
| 29276.6 | 1 | 1.9% |
| 24454.46 | 1 | 1.9% |
| 20739.23 | 1 | 1.9% |
| 21824.74 | 1 | 1.9% |
| 20123.38 | 1 | 1.9% |
| 18507.33 | 1 | 1.9% |
| 23400.9 | 1 | 1.9% |
| 18398.12 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 7359.21 | 1 | |
| 7606.95 | 1 | |
| 8132.55 | 1 | |
| 8818.86 | 1 | |
| 9022.9 | 1 | |
| 9776.21 | 1 | |
| 15614.64 | 1 | |
| 17315.63 | 1 | |
| 17360.97 | 1 | |
| 17695.37 | 1 |
| Value | Count | Frequency (%) |
| 51000.36 | 1 | |
| 45810.67 | 1 | |
| 44311.25 | 1 | |
| 43263.19 | 1 | |
| 41767.38 | 1 | |
| 41477.17 | 1 | |
| 40944.02 | 1 | |
| 37389.46 | 1 | |
| 36528.48 | 1 | |
| 35077.19 | 1 |
Natural gas
Real number (ℝ)
| Distinct | 23 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 29 |
| Missing (%) | 55.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8955.0143 |
| Minimum | 339.63 |
|---|---|
| Maximum | 16958.96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 339.63 |
|---|---|
| 5-th percentile | 2080.811 |
| Q1 | 7221.335 |
| median | 9071.37 |
| Q3 | 10698.23 |
| 95-th percentile | 16030.71 |
| Maximum | 16958.96 |
| Range | 16619.33 |
| Interquartile range (IQR) | 3476.895 |
Descriptive statistics
| Standard deviation | 4241.2674 |
|---|---|
| Coefficient of variation (CV) | 0.47361927 |
| Kurtosis | -0.0054851062 |
| Mean | 8955.0143 |
| Median Absolute Deviation (MAD) | 1972.35 |
| Skewness | 0.014881667 |
| Sum | 205965.33 |
| Variance | 17988349 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 339.63 | 1 | 1.9% |
| 8436.85 | 1 | 1.9% |
| 8606.69 | 1 | 1.9% |
| 9301.31 | 1 | 1.9% |
| 9410.25 | 1 | 1.9% |
| 10294.56 | 1 | 1.9% |
| 16157.95 | 1 | 1.9% |
| 16958.96 | 1 | 1.9% |
| 14885.55 | 1 | 1.9% |
| 11570.42 | 1 | 1.9% |
| Other values (13) | 13 | |
| (Missing) | 29 |
| Value | Count | Frequency (%) |
| 339.63 | 1 | |
| 1877.29 | 1 | |
| 3912.5 | 1 | |
| 4436.21 | 1 | |
| 4711.77 | 1 | |
| 7099.02 | 1 | |
| 7343.65 | 1 | |
| 7898.26 | 1 | |
| 8436.85 | 1 | |
| 8592.96 | 1 |
| Value | Count | Frequency (%) |
| 16958.96 | 1 | |
| 16157.95 | 1 | |
| 14885.55 | 1 | |
| 14796.23 | 1 | |
| 11570.42 | 1 | |
| 11101.9 | 1 | |
| 10294.56 | 1 | |
| 9961.39 | 1 | |
| 9410.25 | 1 | |
| 9301.31 | 1 |
Coal
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8519.1935 |
| Minimum | 1155.91 |
|---|---|
| Maximum | 14229.38 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 1155.91 |
|---|---|
| 5-th percentile | 1259.8565 |
| Q1 | 3610.845 |
| median | 9967.74 |
| Q3 | 12151.827 |
| 95-th percentile | 13887.299 |
| Maximum | 14229.38 |
| Range | 13073.47 |
| Interquartile range (IQR) | 8540.9825 |
Descriptive statistics
| Standard deviation | 4460.1068 |
|---|---|
| Coefficient of variation (CV) | 0.52353627 |
| Kurtosis | -1.3250626 |
| Mean | 8519.1935 |
| Median Absolute Deviation (MAD) | 3326.77 |
| Skewness | -0.45718813 |
| Sum | 442998.06 |
| Variance | 19892552 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1358.47 | 1 | 1.9% |
| 1155.91 | 1 | 1.9% |
| 9513.22 | 1 | 1.9% |
| 13732.63 | 1 | 1.9% |
| 14229.38 | 1 | 1.9% |
| 13977.78 | 1 | 1.9% |
| 9589.86 | 1 | 1.9% |
| 9570.25 | 1 | 1.9% |
| 10381.87 | 1 | 1.9% |
| 10045.54 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 1155.91 | 1 | |
| 1206.38 | 1 | |
| 1230.58 | 1 | |
| 1283.81 | 1 | |
| 1358.47 | 1 | |
| 1930.9 | 1 | |
| 2049.12 | 1 | |
| 2452.17 | 1 | |
| 2643.67 | 1 | |
| 2834.48 | 1 |
| Value | Count | Frequency (%) |
| 14229.38 | 1 | |
| 13998.33 | 1 | |
| 13977.78 | 1 | |
| 13813.27 | 1 | |
| 13774.06 | 1 | |
| 13732.63 | 1 | |
| 13381.76 | 1 | |
| 13228.82 | 1 | |
| 13216.31 | 1 | |
| 12876.7 | 1 |
Hydroenergy
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Nuclear
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 51 |
| Missing (%) | 98.1% |
| Memory size | 548.0 B |
| 402.79 |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 6 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 402.79 |
|---|
Common Values
| Value | Count | Frequency (%) |
| 402.79 | 1 | 1.9% |
| (Missing) | 51 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 402.79 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 0 | 1 | |
| 2 | 1 | |
| . | 1 | |
| 7 | 1 | |
| 9 | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5 | |
| Other Punctuation | 1 | 16.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 0 | 1 | |
| 2 | 1 | |
| 7 | 1 | |
| 9 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 6 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 0 | 1 | |
| 2 | 1 | |
| . | 1 | |
| 7 | 1 | |
| 9 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 0 | 1 | |
| 2 | 1 | |
| . | 1 | |
| 7 | 1 | |
| 9 | 1 |
Firewood
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 46 |
| Missing (%) | 88.5% |
| Memory size | 548.0 B |
| 3.76 | |
|---|---|
| 0.94 | |
| 1.57 | |
| 0.63 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 24 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 50.0% |
Sample
| 1st row | 0.94 |
|---|---|
| 2nd row | 1.57 |
| 3rd row | 0.63 |
| 4th row | 3.76 |
| 5th row | 3.76 |
Common Values
| Value | Count | Frequency (%) |
| 3.76 | 3 | 5.8% |
| 0.94 | 1 | 1.9% |
| 1.57 | 1 | 1.9% |
| 0.63 | 1 | 1.9% |
| (Missing) | 46 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3.76 | 3 | |
| 0.94 | 1 | 16.7% |
| 1.57 | 1 | 16.7% |
| 0.63 | 1 | 16.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 6 | |
| 3 | 4 | |
| 7 | 4 | |
| 6 | 4 | |
| 0 | 2 | 8.3% |
| 9 | 1 | 4.2% |
| 4 | 1 | 4.2% |
| 1 | 1 | 4.2% |
| 5 | 1 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 18 | |
| Other Punctuation | 6 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 4 | |
| 7 | 4 | |
| 6 | 4 | |
| 0 | 2 | |
| 9 | 1 | 5.6% |
| 4 | 1 | 5.6% |
| 1 | 1 | 5.6% |
| 5 | 1 | 5.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 24 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 6 | |
| 3 | 4 | |
| 7 | 4 | |
| 6 | 4 | |
| 0 | 2 | 8.3% |
| 9 | 1 | 4.2% |
| 4 | 1 | 4.2% |
| 1 | 1 | 4.2% |
| 5 | 1 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 24 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 6 | |
| 3 | 4 | |
| 7 | 4 | |
| 6 | 4 | |
| 0 | 2 | 8.3% |
| 9 | 1 | 4.2% |
| 4 | 1 | 4.2% |
| 1 | 1 | 4.2% |
| 5 | 1 | 4.2% |
Sugarcane and products
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Other Primary_x000d_
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Total Primaries
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38332.941 |
| Minimum | 19203.53 |
|---|---|
| Maximum | 53940.61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 19203.53 |
|---|---|
| 5-th percentile | 27513.1 |
| Q1 | 35843.115 |
| median | 38742.69 |
| Q3 | 41017.645 |
| 95-th percentile | 47946.232 |
| Maximum | 53940.61 |
| Range | 34737.08 |
| Interquartile range (IQR) | 5174.53 |
Descriptive statistics
| Standard deviation | 6428.9999 |
|---|---|
| Coefficient of variation (CV) | 0.16771476 |
| Kurtosis | 1.4512042 |
| Mean | 38332.941 |
| Median Absolute Deviation (MAD) | 2637.22 |
| Skewness | -0.54496711 |
| Sum | 1993312.9 |
| Variance | 41332040 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 19203.53 | 1 | 1.9% |
| 21590.47 | 1 | 1.9% |
| 38793.58 | 1 | 1.9% |
| 38530.48 | 1 | 1.9% |
| 36849.66 | 1 | 1.9% |
| 39715.03 | 1 | 1.9% |
| 34425 | 1 | 1.9% |
| 32513.8 | 1 | 1.9% |
| 40881.78 | 1 | 1.9% |
| 36341.91 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 19203.53 | 1 | |
| 21590.47 | 1 | |
| 26990 | 1 | |
| 27941.09 | 1 | |
| 30035.76 | 1 | |
| 31015.53 | 1 | |
| 31303.81 | 1 | |
| 32513.8 | 1 | |
| 32851.58 | 1 | |
| 33572.38 | 1 |
| Value | Count | Frequency (%) |
| 53940.61 | 1 | |
| 48702.88 | 1 | |
| 48262.84 | 1 | |
| 47687.19 | 1 | |
| 47432.63 | 1 | |
| 46211.04 | 1 | |
| 45001.41 | 1 | |
| 44181.28 | 1 | |
| 44120.84 | 1 | |
| 43816.49 | 1 |
Electricity
Real number (ℝ)
| Distinct | 45 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 6 |
| Missing (%) | 11.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2255.6511 |
| Minimum | 0.17 |
|---|---|
| Maximum | 3812.14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 0.17 |
|---|---|
| 5-th percentile | 1.375 |
| Q1 | 1469.7975 |
| median | 2943.525 |
| Q3 | 3346.48 |
| 95-th percentile | 3552.7075 |
| Maximum | 3812.14 |
| Range | 3811.97 |
| Interquartile range (IQR) | 1876.6825 |
Descriptive statistics
| Standard deviation | 1347.917 |
|---|---|
| Coefficient of variation (CV) | 0.59757334 |
| Kurtosis | -0.94760647 |
| Mean | 2255.6511 |
| Median Absolute Deviation (MAD) | 606.31 |
| Skewness | -0.78292788 |
| Sum | 103759.95 |
| Variance | 1816880.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 6.79 | 2 | 3.8% |
| 3296.8 | 1 | 1.9% |
| 3137.26 | 1 | 1.9% |
| 3186.23 | 1 | 1.9% |
| 3207.74 | 1 | 1.9% |
| 3363.04 | 1 | 1.9% |
| 3555.58 | 1 | 1.9% |
| 3505.77 | 1 | 1.9% |
| 3680.29 | 1 | 1.9% |
| 3495.47 | 1 | 1.9% |
| Other values (35) | 35 | |
| (Missing) | 6 | 11.5% |
| Value | Count | Frequency (%) |
| 0.17 | 1 | |
| 0.77 | 1 | |
| 1.29 | 1 | |
| 1.63 | 1 | |
| 4.81 | 1 | |
| 5.24 | 1 | |
| 6.36 | 1 | |
| 6.79 | 2 | |
| 164.88 | 1 | |
| 885.53 | 1 |
| Value | Count | Frequency (%) |
| 3812.14 | 1 | |
| 3680.29 | 1 | |
| 3555.58 | 1 | |
| 3544.09 | 1 | |
| 3505.77 | 1 | |
| 3503.83 | 1 | |
| 3495.47 | 1 | |
| 3471.57 | 1 | |
| 3470.48 | 1 | |
| 3435.87 | 1 |
LPG
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1395.9479 |
| Minimum | 33.79 |
|---|---|
| Maximum | 3210.52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 33.79 |
|---|---|
| 5-th percentile | 116.582 |
| Q1 | 520.3475 |
| median | 1449.88 |
| Q3 | 2083.515 |
| 95-th percentile | 2969.5435 |
| Maximum | 3210.52 |
| Range | 3176.73 |
| Interquartile range (IQR) | 1563.1675 |
Descriptive statistics
| Standard deviation | 929.59621 |
|---|---|
| Coefficient of variation (CV) | 0.66592473 |
| Kurtosis | -1.1016936 |
| Mean | 1395.9479 |
| Median Absolute Deviation (MAD) | 778.73 |
| Skewness | 0.10097406 |
| Sum | 72589.29 |
| Variance | 864149.12 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 415.27 | 1 | 1.9% |
| 430.63 | 1 | 1.9% |
| 3125.38 | 1 | 1.9% |
| 3210.52 | 1 | 1.9% |
| 3034.02 | 1 | 1.9% |
| 2286.42 | 1 | 1.9% |
| 2076.1 | 1 | 1.9% |
| 1263.12 | 1 | 1.9% |
| 1243.45 | 1 | 1.9% |
| 577.55 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 33.79 | 1 | |
| 71.26 | 1 | |
| 84.77 | 1 | |
| 142.61 | 1 | |
| 144.46 | 1 | |
| 152.35 | 1 | |
| 182.45 | 1 | |
| 191.05 | 1 | |
| 243.26 | 1 | |
| 276.09 | 1 |
| Value | Count | Frequency (%) |
| 3210.52 | 1 | |
| 3125.38 | 1 | |
| 3034.02 | 1 | |
| 2916.79 | 1 | |
| 2670.66 | 1 | |
| 2541.65 | 1 | |
| 2448.38 | 1 | |
| 2286.42 | 1 | |
| 2276.47 | 1 | |
| 2229.07 | 1 |
Gasoline/alcohol
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3255.0881 |
| Minimum | 39.42 |
|---|---|
| Maximum | 12559.71 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 39.42 |
|---|---|
| 5-th percentile | 62.867 |
| Q1 | 93.2 |
| median | 2828.31 |
| Q3 | 4518.8125 |
| 95-th percentile | 9723.182 |
| Maximum | 12559.71 |
| Range | 12520.29 |
| Interquartile range (IQR) | 4425.6125 |
Descriptive statistics
| Standard deviation | 3455.6154 |
|---|---|
| Coefficient of variation (CV) | 1.0616043 |
| Kurtosis | -0.0073259933 |
| Mean | 3255.0881 |
| Median Absolute Deviation (MAD) | 2719.35 |
| Skewness | 0.95944692 |
| Sum | 169264.58 |
| Variance | 11941278 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 72.68 | 1 | 1.9% |
| 83.87 | 1 | 1.9% |
| 4065.49 | 1 | 1.9% |
| 3303.3 | 1 | 1.9% |
| 2960.18 | 1 | 1.9% |
| 2808.05 | 1 | 1.9% |
| 2606.02 | 1 | 1.9% |
| 2580.15 | 1 | 1.9% |
| 3478.15 | 1 | 1.9% |
| 3736.81 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 39.42 | 1 | |
| 61.5 | 1 | |
| 62.02 | 1 | |
| 63.56 | 1 | |
| 64.3 | 1 | |
| 66.25 | 1 | |
| 67.79 | 1 | |
| 68.49 | 1 | |
| 72.68 | 1 | |
| 72.97 | 1 |
| Value | Count | Frequency (%) |
| 12559.71 | 1 | |
| 11114.11 | 1 | |
| 9973.85 | 1 | |
| 9518.09 | 1 | |
| 8841.39 | 1 | |
| 8565.31 | 1 | |
| 8383.05 | 1 | |
| 7724.44 | 1 | |
| 7356.32 | 1 | |
| 7230.56 | 1 |
Kerosene/jet fuel
Real number (ℝ)
| Distinct | 41 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 11 |
| Missing (%) | 21.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 573.44878 |
| Minimum | 4.91 |
|---|---|
| Maximum | 1576.62 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 4.91 |
|---|---|
| 5-th percentile | 19.65 |
| Q1 | 88.56 |
| median | 558.86 |
| Q3 | 850.92 |
| 95-th percentile | 1478.39 |
| Maximum | 1576.62 |
| Range | 1571.71 |
| Interquartile range (IQR) | 762.36 |
Descriptive statistics
| Standard deviation | 488.70543 |
|---|---|
| Coefficient of variation (CV) | 0.85222158 |
| Kurtosis | -0.89106738 |
| Mean | 573.44878 |
| Median Absolute Deviation (MAD) | 433.71 |
| Skewness | 0.48861235 |
| Sum | 23511.4 |
| Variance | 238832.99 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 8.19 | 1 | 1.9% |
| 1502.42 | 1 | 1.9% |
| 88.56 | 1 | 1.9% |
| 266.08 | 1 | 1.9% |
| 574.79 | 1 | 1.9% |
| 730.79 | 1 | 1.9% |
| 1227.41 | 1 | 1.9% |
| 1041.02 | 1 | 1.9% |
| 1576.62 | 1 | 1.9% |
| 1478.39 | 1 | 1.9% |
| Other values (31) | 31 | |
| (Missing) | 11 | 21.2% |
| Value | Count | Frequency (%) |
| 4.91 | 1 | |
| 8.19 | 1 | |
| 19.65 | 1 | |
| 24.34 | 1 | |
| 24.56 | 1 | |
| 28.81 | 1 | |
| 29.02 | 1 | |
| 37.71 | 1 | |
| 38.05 | 1 | |
| 45.85 | 1 |
| Value | Count | Frequency (%) |
| 1576.62 | 1 | |
| 1502.42 | 1 | |
| 1478.39 | 1 | |
| 1432.68 | 1 | |
| 1227.41 | 1 | |
| 1207.39 | 1 | |
| 1103.29 | 1 | |
| 1081.55 | 1 | |
| 1041.02 | 1 | |
| 886.15 | 1 |
Diesel oil
Real number (ℝ)
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 3.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3756.9456 |
| Minimum | 1.74 |
|---|---|
| Maximum | 12211.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 1.74 |
|---|---|
| 5-th percentile | 69.0165 |
| Q1 | 483.3375 |
| median | 2986.02 |
| Q3 | 5671.2425 |
| 95-th percentile | 10593.106 |
| Maximum | 12211.92 |
| Range | 12210.18 |
| Interquartile range (IQR) | 5187.905 |
Descriptive statistics
| Standard deviation | 3586.3843 |
|---|---|
| Coefficient of variation (CV) | 0.95460108 |
| Kurtosis | -0.54213779 |
| Mean | 3756.9456 |
| Median Absolute Deviation (MAD) | 2561.965 |
| Skewness | 0.74707509 |
| Sum | 187847.28 |
| Variance | 12862152 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2973.33 | 1 | 1.9% |
| 4613.42 | 1 | 1.9% |
| 5139.49 | 1 | 1.9% |
| 5759.23 | 1 | 1.9% |
| 5407.28 | 1 | 1.9% |
| 3233.02 | 1 | 1.9% |
| 2279.87 | 1 | 1.9% |
| 2005.88 | 1 | 1.9% |
| 2998.71 | 1 | 1.9% |
| 4313.57 | 1 | 1.9% |
| Other values (40) | 40 | |
| (Missing) | 2 | 3.8% |
| Value | Count | Frequency (%) |
| 1.74 | 1 | |
| 60.01 | 1 | |
| 65.16 | 1 | |
| 73.73 | 1 | |
| 85.73 | 1 | |
| 140.6 | 1 | |
| 153.46 | 1 | |
| 192.04 | 1 | |
| 206.78 | 1 | |
| 214.33 | 1 |
| Value | Count | Frequency (%) |
| 12211.92 | 1 | |
| 11003.23 | 1 | |
| 10958.79 | 1 | |
| 10146.16 | 1 | |
| 9854.67 | 1 | |
| 9546.02 | 1 | |
| 8487.12 | 1 | |
| 8228.29 | 1 | |
| 7731.84 | 1 | |
| 7461.76 | 1 |
Fuel oil
Real number (ℝ)
| Distinct | 51 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 517.61333 |
| Minimum | 9.76 |
|---|---|
| Maximum | 4740.59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 9.76 |
|---|---|
| 5-th percentile | 29.71 |
| Q1 | 84.985 |
| median | 223.98 |
| Q3 | 559.18 |
| 95-th percentile | 1909.615 |
| Maximum | 4740.59 |
| Range | 4730.83 |
| Interquartile range (IQR) | 474.195 |
Descriptive statistics
| Standard deviation | 816.27505 |
|---|---|
| Coefficient of variation (CV) | 1.5769977 |
| Kurtosis | 14.598326 |
| Mean | 517.61333 |
| Median Absolute Deviation (MAD) | 166.7 |
| Skewness | 3.4668061 |
| Sum | 26398.28 |
| Variance | 666304.96 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 411.45 | 1 | 1.9% |
| 56.77 | 1 | 1.9% |
| 217.7 | 1 | 1.9% |
| 64.94 | 1 | 1.9% |
| 11.89 | 1 | 1.9% |
| 57.28 | 1 | 1.9% |
| 90.29 | 1 | 1.9% |
| 124.11 | 1 | 1.9% |
| 50.6 | 1 | 1.9% |
| 240.78 | 1 | 1.9% |
| Other values (41) | 41 |
| Value | Count | Frequency (%) |
| 9.76 | 1 | |
| 11.89 | 1 | |
| 23.01 | 1 | |
| 36.41 | 1 | |
| 50.6 | 1 | |
| 53.65 | 1 | |
| 56.77 | 1 | |
| 57.28 | 1 | |
| 60.89 | 1 | |
| 64.94 | 1 |
| Value | Count | Frequency (%) |
| 4740.59 | 1 | |
| 2673.01 | 1 | |
| 2067.16 | 1 | |
| 1752.07 | 1 | |
| 1598.43 | 1 | |
| 1133.45 | 1 | |
| 1017.88 | 1 | |
| 861.22 | 1 | |
| 765.93 | 1 | |
| 680.54 | 1 |
Coke
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 758.17115 |
| Minimum | 41.38 |
|---|---|
| Maximum | 1853.49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 41.38 |
|---|---|
| 5-th percentile | 69.936 |
| Q1 | 181.9125 |
| median | 833.48 |
| Q3 | 1184.5975 |
| 95-th percentile | 1468.488 |
| Maximum | 1853.49 |
| Range | 1812.11 |
| Interquartile range (IQR) | 1002.685 |
Descriptive statistics
| Standard deviation | 517.64639 |
|---|---|
| Coefficient of variation (CV) | 0.68275664 |
| Kurtosis | -1.3061921 |
| Mean | 758.17115 |
| Median Absolute Deviation (MAD) | 433.76 |
| Skewness | -0.02327803 |
| Sum | 39424.9 |
| Variance | 267957.79 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 72.42 | 1 | 1.9% |
| 82.08 | 1 | 1.9% |
| 1182.61 | 1 | 1.9% |
| 799.95 | 1 | 1.9% |
| 1118.41 | 1 | 1.9% |
| 1122.57 | 1 | 1.9% |
| 1463.52 | 1 | 1.9% |
| 1853.49 | 1 | 1.9% |
| 1437.41 | 1 | 1.9% |
| 1130.51 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 41.38 | 1 | |
| 64.14 | 1 | |
| 66.9 | 1 | |
| 72.42 | 1 | |
| 80.01 | 1 | |
| 82.08 | 1 | |
| 84.84 | 1 | |
| 95.87 | 1 | |
| 101.39 | 1 | |
| 120.01 | 1 |
| Value | Count | Frequency (%) |
| 1853.49 | 1 | |
| 1579.76 | 1 | |
| 1474.56 | 1 | |
| 1463.52 | 1 | |
| 1437.41 | 1 | |
| 1307.75 | 1 | |
| 1305.11 | 1 | |
| 1265.76 | 1 | |
| 1251.42 | 1 | |
| 1239.87 | 1 |
Charcoal
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 88.9% |
| Missing | 34 |
| Missing (%) | 65.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.320556 |
| Minimum | 0.45 |
|---|---|
| Maximum | 101.81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 0.45 |
|---|---|
| 5-th percentile | 0.6115 |
| Q1 | 4.595 |
| median | 7.525 |
| Q3 | 12.3775 |
| 95-th percentile | 64.733 |
| Maximum | 101.81 |
| Range | 101.36 |
| Interquartile range (IQR) | 7.7825 |
Descriptive statistics
| Standard deviation | 25.508846 |
|---|---|
| Coefficient of variation (CV) | 1.5629888 |
| Kurtosis | 7.6473365 |
| Mean | 16.320556 |
| Median Absolute Deviation (MAD) | 4.5 |
| Skewness | 2.7161523 |
| Sum | 293.77 |
| Variance | 650.70122 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 7.27 | 2 | 3.8% |
| 0.64 | 2 | 3.8% |
| 11.32 | 1 | 1.9% |
| 5.66 | 1 | 1.9% |
| 4.24 | 1 | 1.9% |
| 7.07 | 1 | 1.9% |
| 7.78 | 1 | 1.9% |
| 1.41 | 1 | 1.9% |
| 7.93 | 1 | 1.9% |
| 16.51 | 1 | 1.9% |
| Other values (6) | 6 | 11.5% |
| (Missing) | 34 |
| Value | Count | Frequency (%) |
| 0.45 | 1 | |
| 0.64 | 2 | |
| 1.41 | 1 | |
| 4.24 | 1 | |
| 5.66 | 1 | |
| 7.07 | 1 | |
| 7.27 | 2 | |
| 7.78 | 1 | |
| 7.93 | 1 | |
| 9.34 | 1 |
| Value | Count | Frequency (%) |
| 101.81 | 1 | |
| 58.19 | 1 | |
| 33.51 | 1 | |
| 16.51 | 1 | |
| 12.73 | 1 | |
| 11.32 | 1 | |
| 9.34 | 1 | |
| 7.93 | 1 | |
| 7.78 | 1 | |
| 7.27 | 2 |
Gases
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 40 |
| Missing (%) | 76.9% |
| Memory size | 548.0 B |
| 0.13 | |
|---|---|
| 0.17 | 1 |
| 8.33 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 48 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 16.7% |
Sample
| 1st row | 0.17 |
|---|---|
| 2nd row | 8.33 |
| 3rd row | 0.13 |
| 4th row | 0.13 |
| 5th row | 0.13 |
Common Values
| Value | Count | Frequency (%) |
| 0.13 | 10 | 19.2% |
| 0.17 | 1 | 1.9% |
| 8.33 | 1 | 1.9% |
| (Missing) | 40 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.13 | 10 | |
| 0.17 | 1 | 8.3% |
| 8.33 | 1 | 8.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 12 | |
| 3 | 12 | |
| 0 | 11 | |
| 1 | 11 | |
| 7 | 1 | 2.1% |
| 8 | 1 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 36 | |
| Other Punctuation | 12 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 12 | |
| 0 | 11 | |
| 1 | 11 | |
| 7 | 1 | 2.8% |
| 8 | 1 | 2.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 48 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 12 | |
| 3 | 12 | |
| 0 | 11 | |
| 1 | 11 | |
| 7 | 1 | 2.1% |
| 8 | 1 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 48 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 12 | |
| 3 | 12 | |
| 0 | 11 | |
| 1 | 11 | |
| 7 | 1 | 2.1% |
| 8 | 1 | 2.1% |
Other secondary
Real number (ℝ)
| Distinct | 35 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 17 |
| Missing (%) | 32.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1731.276 |
| Minimum | 9.72 |
|---|---|
| Maximum | 3873.44 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 9.72 |
|---|---|
| 5-th percentile | 46.55 |
| Q1 | 211.21 |
| median | 1996 |
| Q3 | 2662.465 |
| 95-th percentile | 3358.786 |
| Maximum | 3873.44 |
| Range | 3863.72 |
| Interquartile range (IQR) | 2451.255 |
Descriptive statistics
| Standard deviation | 1241.3723 |
|---|---|
| Coefficient of variation (CV) | 0.71702736 |
| Kurtosis | -1.3515077 |
| Mean | 1731.276 |
| Median Absolute Deviation (MAD) | 1093.83 |
| Skewness | -0.20290056 |
| Sum | 60594.66 |
| Variance | 1541005.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 120.06 | 1 | 1.9% |
| 2252.3 | 1 | 1.9% |
| 2736.31 | 1 | 1.9% |
| 3089.83 | 1 | 1.9% |
| 2861.89 | 1 | 1.9% |
| 3387.57 | 1 | 1.9% |
| 3873.44 | 1 | 1.9% |
| 3233.54 | 1 | 1.9% |
| 3288.87 | 1 | 1.9% |
| 3346.45 | 1 | 1.9% |
| Other values (25) | 25 | |
| (Missing) | 17 |
| Value | Count | Frequency (%) |
| 9.72 | 1 | |
| 13.09 | 1 | |
| 60.89 | 1 | |
| 72.42 | 1 | |
| 86.58 | 1 | |
| 113.74 | 1 | |
| 120.06 | 1 | |
| 122.69 | 1 | |
| 134.96 | 1 | |
| 287.46 | 1 |
| Value | Count | Frequency (%) |
| 3873.44 | 1 | |
| 3387.57 | 1 | |
| 3346.45 | 1 | |
| 3288.87 | 1 | |
| 3233.54 | 1 | |
| 3089.83 | 1 | |
| 2901.18 | 1 | |
| 2861.89 | 1 | |
| 2736.31 | 1 | |
| 2588.62 | 1 |
Non-energy
Real number (ℝ)
| Distinct | 51 |
|---|---|
| Distinct (%) | 98.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 552.43769 |
| Minimum | 11.55 |
|---|---|
| Maximum | 1724.21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 11.55 |
|---|---|
| 5-th percentile | 56.135 |
| Q1 | 132.8575 |
| median | 350.525 |
| Q3 | 1048.0675 |
| 95-th percentile | 1334.3695 |
| Maximum | 1724.21 |
| Range | 1712.66 |
| Interquartile range (IQR) | 915.21 |
Descriptive statistics
| Standard deviation | 491.63461 |
|---|---|
| Coefficient of variation (CV) | 0.88993676 |
| Kurtosis | -0.67260167 |
| Mean | 552.43769 |
| Median Absolute Deviation (MAD) | 252.46 |
| Skewness | 0.79811953 |
| Sum | 28726.76 |
| Variance | 241704.59 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 470.78 | 2 | 3.8% |
| 368.92 | 1 | 1.9% |
| 969.15 | 1 | 1.9% |
| 237.73 | 1 | 1.9% |
| 156.62 | 1 | 1.9% |
| 233.54 | 1 | 1.9% |
| 424.3 | 1 | 1.9% |
| 432.57 | 1 | 1.9% |
| 485.03 | 1 | 1.9% |
| 1039.76 | 1 | 1.9% |
| Other values (41) | 41 |
| Value | Count | Frequency (%) |
| 11.55 | 1 | |
| 49.37 | 1 | |
| 55.64 | 1 | |
| 56.54 | 1 | |
| 67.14 | 1 | |
| 76.57 | 1 | |
| 82.77 | 1 | |
| 90.11 | 1 | |
| 97.95 | 1 | |
| 98.18 | 1 |
| Value | Count | Frequency (%) |
| 1724.21 | 1 | |
| 1712.36 | 1 | |
| 1380.63 | 1 | |
| 1296.52 | 1 | |
| 1244.1 | 1 | |
| 1236.71 | 1 | |
| 1161.12 | 1 | |
| 1143.17 | 1 | |
| 1136.93 | 1 | |
| 1134.03 | 1 |
Total Secundaries
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13700.4 |
| Minimum | 643.69 |
|---|---|
| Maximum | 33337.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 643.69 |
|---|---|
| 5-th percentile | 1066.0095 |
| Q1 | 1767.0375 |
| median | 15168.515 |
| Q3 | 19439.458 |
| 95-th percentile | 31012.43 |
| Maximum | 33337.95 |
| Range | 32694.26 |
| Interquartile range (IQR) | 17672.42 |
Descriptive statistics
| Standard deviation | 10848.144 |
|---|---|
| Coefficient of variation (CV) | 0.79181224 |
| Kurtosis | -1.3329985 |
| Mean | 13700.4 |
| Median Absolute Deviation (MAD) | 11378.07 |
| Skewness | 0.24877806 |
| Sum | 712420.78 |
| Variance | 1.1768223 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 937.48 | 1 | 1.9% |
| 1657.98 | 1 | 1.9% |
| 18952.68 | 1 | 1.9% |
| 18419.31 | 1 | 1.9% |
| 19007.16 | 1 | 1.9% |
| 19036.86 | 1 | 1.9% |
| 17910.79 | 1 | 1.9% |
| 15122.92 | 1 | 1.9% |
| 14530.64 | 1 | 1.9% |
| 14224.59 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 643.69 | 1 | |
| 655.64 | 1 | |
| 937.48 | 1 | |
| 1171.17 | 1 | |
| 1219.95 | 1 | |
| 1271.06 | 1 | |
| 1286.62 | 1 | |
| 1495.32 | 1 | |
| 1525.18 | 1 | |
| 1618.64 | 1 |
| Value | Count | Frequency (%) |
| 33337.95 | 1 | |
| 31681.31 | 1 | |
| 31674.9 | 1 | |
| 30470.41 | 1 | |
| 29397.07 | 1 | |
| 29385.89 | 1 | |
| 29112.94 | 1 | |
| 28254.35 | 1 | |
| 27214.13 | 1 | |
| 26411.84 | 1 |
Total
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52033.34 |
| Minimum | 20141.01 |
|---|---|
| Maximum | 78099.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 20141.01 |
|---|---|
| 5-th percentile | 32181.148 |
| Q1 | 45352.698 |
| median | 52731.965 |
| Q3 | 59291.618 |
| 95-th percentile | 70629.802 |
| Maximum | 78099.95 |
| Range | 57958.94 |
| Interquartile range (IQR) | 13938.92 |
Descriptive statistics
| Standard deviation | 12214.192 |
|---|---|
| Coefficient of variation (CV) | 0.2347378 |
| Kurtosis | 0.35007955 |
| Mean | 52033.34 |
| Median Absolute Deviation (MAD) | 7318.455 |
| Skewness | -0.30664286 |
| Sum | 2705733.7 |
| Variance | 1.4918648 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20141.01 | 1 | 1.9% |
| 23248.45 | 1 | 1.9% |
| 57746.26 | 1 | 1.9% |
| 56949.8 | 1 | 1.9% |
| 55856.82 | 1 | 1.9% |
| 58751.89 | 1 | 1.9% |
| 52335.79 | 1 | 1.9% |
| 47636.72 | 1 | 1.9% |
| 55412.43 | 1 | 1.9% |
| 50566.51 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 20141.01 | 1 | |
| 23248.45 | 1 | |
| 28276.61 | 1 | |
| 35375.77 | 1 | |
| 37876.93 | 1 | |
| 37908.01 | 1 | |
| 39103.07 | 1 | |
| 39280.52 | 1 | |
| 39643.11 | 1 | |
| 42658.78 | 1 |
| Value | Count | Frequency (%) |
| 78099.95 | 1 | |
| 75941.54 | 1 | |
| 71413.25 | 1 | |
| 69988.8 | 1 | |
| 68077.69 | 1 | |
| 67046.66 | 1 | |
| 65719.13 | 1 | |
| 64353.48 | 1 | |
| 63321.99 | 1 | |
| 61717.06 | 1 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| 59 | Year | Oil | Natural gas | Coal | Hydroenergy | Nuclear | Firewood | Sugarcane and products | Other Primary_x000d_ | Total Primaries | Electricity | LPG | Gasoline/alcohol | Kerosene/jet fuel | Diesel oil | Fuel oil | Coke | Charcoal | Gases | Other secondary | Non-energy | Total Secundaries | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1970 | 17845.05 | NaN | 1358.47 | NaN | NaN | NaN | NaN | NaN | 19203.53 | NaN | 415.27 | 72.68 | 8.19 | NaN | NaN | 72.42 | NaN | NaN | NaN | 368.92 | 937.48 | 20141.01 |
| 2 | 1971 | 20434.56 | NaN | 1155.91 | NaN | NaN | NaN | NaN | NaN | 21590.47 | NaN | 430.63 | 83.87 | 19.65 | 192.04 | 411.45 | 82.08 | NaN | NaN | NaN | 438.28 | 1657.98 | 23248.45 |
| 3 | 1972 | 25706.19 | NaN | 1283.81 | NaN | NaN | NaN | NaN | NaN | 26990.00 | NaN | 458.27 | 126.02 | 24.56 | NaN | 80.08 | 126.91 | NaN | NaN | NaN | 470.78 | 1286.62 | 28276.61 |
| 4 | 1973 | 35000.20 | NaN | 1230.58 | NaN | NaN | NaN | NaN | NaN | 36230.78 | 0.77 | 182.45 | 297.37 | 45.85 | 214.33 | 338.73 | 95.87 | NaN | NaN | NaN | 470.78 | 1646.15 | 37876.93 |
| 5 | 1974 | 35077.19 | NaN | 1206.38 | NaN | NaN | NaN | NaN | NaN | 36283.57 | 5.24 | 243.26 | 575.26 | NaN | 60.01 | 69.03 | 142.77 | NaN | NaN | NaN | 528.85 | 1624.44 | 37908.01 |
| 6 | 1975 | 36528.48 | NaN | 1930.90 | NaN | NaN | NaN | NaN | NaN | 38459.38 | 6.79 | 33.79 | 61.50 | NaN | 85.73 | 23.01 | 120.01 | NaN | NaN | NaN | 312.85 | 643.69 | 39103.07 |
| 7 | 1976 | 41767.38 | NaN | 2049.12 | NaN | NaN | NaN | NaN | NaN | 43816.49 | 6.36 | 152.35 | 77.58 | NaN | 153.46 | 765.93 | 84.84 | NaN | NaN | NaN | 378.13 | 1618.64 | 45435.13 |
| 8 | 1977 | 41477.17 | NaN | 2643.67 | NaN | NaN | NaN | NaN | NaN | 44120.84 | 1.63 | 191.05 | 68.49 | NaN | 65.16 | 536.62 | 101.39 | NaN | NaN | NaN | 306.72 | 1271.06 | 45391.89 |
| 9 | 1978 | 45810.67 | NaN | 2452.17 | NaN | NaN | NaN | NaN | NaN | 48262.84 | 4.81 | 71.26 | 67.79 | 4.91 | 73.73 | 165.40 | 331.07 | NaN | NaN | 120.06 | 332.13 | 1171.17 | 49434.01 |
| 10 | 1979 | 51000.36 | NaN | 2940.25 | NaN | NaN | NaN | NaN | NaN | 53940.61 | 6.79 | 84.77 | 118.74 | NaN | 140.60 | 227.43 | 226.23 | NaN | NaN | 134.96 | 280.43 | 1219.95 | 55160.56 |
| 59 | Year | Oil | Natural gas | Coal | Hydroenergy | Nuclear | Firewood | Sugarcane and products | Other Primary_x000d_ | Total Primaries | Electricity | LPG | Gasoline/alcohol | Kerosene/jet fuel | Diesel oil | Fuel oil | Coke | Charcoal | Gases | Other secondary | Non-energy | Total Secundaries | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 43 | 2012 | 18170.39 | 11570.42 | 11135.05 | NaN | NaN | NaN | NaN | NaN | 40875.86 | 3503.83 | 1743.74 | 8565.31 | 1502.42 | 8228.29 | 212.12 | 1095.16 | NaN | 0.13 | 3233.54 | 1028.39 | 29112.94 | 69988.80 |
| 44 | 2013 | 20778.76 | 14885.55 | 12022.88 | NaN | NaN | NaN | NaN | NaN | 47687.19 | 3470.48 | 2060.17 | 7055.78 | 1432.68 | 8487.12 | 89.89 | 1305.11 | NaN | 0.13 | 3288.87 | 1064.12 | 28254.35 | 75941.54 |
| 45 | 2014 | 18362.17 | 16958.96 | 13381.76 | NaN | NaN | NaN | NaN | NaN | 48702.88 | 2906.35 | 2276.47 | 7356.32 | 1207.39 | 9546.02 | 372.48 | 1251.42 | NaN | 0.13 | 3346.45 | 1134.03 | 29397.07 | 78099.95 |
| 46 | 2015 | 15614.64 | 16157.95 | 13228.82 | NaN | NaN | NaN | NaN | NaN | 45001.41 | 2980.70 | 1949.75 | 8841.39 | 1103.29 | 5875.80 | 331.28 | 1579.76 | NaN | 0.13 | 2588.62 | 1161.12 | 26411.84 | 71413.25 |
| 47 | 2016 | 8132.55 | 10294.56 | 12876.70 | NaN | NaN | NaN | NaN | NaN | 31303.81 | 3544.09 | 2105.76 | 9973.85 | 768.26 | 7164.18 | 60.89 | 761.94 | NaN | 0.13 | 1792.04 | 1042.99 | 27214.13 | 58517.94 |
| 48 | 2017 | 7606.95 | 9410.25 | 13998.33 | NaN | NaN | NaN | NaN | NaN | 31015.53 | 3132.15 | 2006.88 | 12559.71 | 472.13 | 10958.79 | 71.71 | 1058.73 | NaN | 0.13 | 1940.79 | 1136.93 | 33337.95 | 64353.48 |
| 49 | 2018 | 9776.21 | 9301.31 | 13774.06 | NaN | NaN | NaN | NaN | NaN | 32851.58 | 3000.79 | 2125.16 | 9518.09 | 735.16 | 9854.67 | 304.69 | 1265.76 | NaN | 0.13 | 2421.85 | 1244.10 | 30470.41 | 63321.99 |
| 50 | 2019 | 9022.90 | 8606.69 | 12406.16 | NaN | NaN | NaN | NaN | NaN | 30035.76 | 2158.06 | 2166.93 | 11114.11 | 850.92 | 11003.23 | 53.65 | 899.43 | NaN | 0.13 | 2291.68 | 1143.17 | 31681.31 | 61717.06 |
| 51 | 2020 | 8818.86 | 8436.85 | 10685.38 | NaN | NaN | NaN | NaN | NaN | 27941.09 | 2154.36 | 2229.07 | 7230.56 | 262.51 | 10146.16 | 36.41 | 934.43 | NaN | NaN | 2059.14 | 1236.71 | 26289.35 | 54230.44 |
| 52 | 2021 | 7359.21 | 14796.23 | 13216.31 | NaN | NaN | NaN | NaN | NaN | 35371.75 | 1985.70 | 2448.38 | 8383.05 | 300.41 | 12211.92 | 581.74 | 1150.16 | NaN | NaN | 2901.18 | 1712.36 | 31674.90 | 67046.66 |